How do you handle soil variability when designing field trial plots?

I'm planning a multi-site trial and the soil texture varies more than I expected across the field.

I'm weighing blocking strategies against just adding more replicates, but each has trade-offs for cost and analysis.

How do you decide on plot layout and replication when soil variability is high?